Travels through Canada and the United States of North America in the Years 1806, 1807, and 1808
Bibliographic record
Abstract
In the opening decades of the nineteenth century, the writings of John Lambert renewed the British public's fascination with the landscapes, peoples, flora, and fauna of the Canadian colonies and the United States. First published in 1811, and ultimately running into four editions, this two-volume work is packed with closely-observed descriptions, facts and figures about colonial life, as well as lively anecdotes. The 'corrected and improved' second edition reissued here was published in 1814, towards the end of the Napoleonic Wars. It promised to 'enable the British reader to form a just opinion of the Canadian colonies, and to appreciate the character of the neighbouring enemies who threaten their existence'. A trained painter, Lambert illustrated his account with lithographs based on his own watercolours. Volume 2 contrasts the excitement of New York, Charleston and Boston, bustling with markets, hotels and pleasure gardens, with the conditions endured by plantation slaves.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.003 | 0.007 |
| Science and technology studies | 0.022 | 0.006 |
| Scholarly communication | 0.005 | 0.002 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.014 | 0.001 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".